Triple

T2383853
Position Surface form Disambiguated ID Type / Status
Subject Squannacook River E46371 entity
Predicate protectedBy P957 FINISHED
Object Massachusetts Outstanding Resource Waters regulations
The Massachusetts Outstanding Resource Waters regulations are state environmental protections that designate and strictly safeguard high-quality rivers, lakes, and other waters from degradation.
E13628 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Massachusetts Outstanding Resource Waters regulations | Statement: [Squannacook River, protectedBy, Massachusetts Outstanding Resource Waters regulations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Massachusetts Outstanding Resource Waters regulations
Context triple: [Squannacook River, protectedBy, Massachusetts Outstanding Resource Waters regulations]
  • A. Massachusetts Office of Coastal Zone Management
    The Massachusetts Office of Coastal Zone Management is a state agency responsible for planning, regulating, and protecting Massachusetts’ coastal resources and waterfront areas.
  • B. Coastal Zone Management Act provisions
    The Coastal Zone Management Act provisions are U.S. federal laws that establish a national framework for protecting, managing, and sustainably developing the nation’s coastal zones in partnership with coastal states.
  • C. Massachusetts Department of Environmental Protection
    The Massachusetts Department of Environmental Protection is the state agency responsible for safeguarding air, water, and land resources in Massachusetts through regulation, enforcement, and environmental oversight.
  • D. National Pollutant Discharge Elimination System
    The National Pollutant Discharge Elimination System is a U.S. regulatory permitting program that controls water pollution by regulating point-source discharges of pollutants into waters of the United States.
  • E. Massachusetts Water Resources Authority
    The Massachusetts Water Resources Authority is a public agency responsible for providing wholesale water and sewer services, including drinking water supply and wastewater treatment, to communities in the Greater Boston area.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Massachusetts Outstanding Resource Waters regulations
Triple: [Squannacook River, protectedBy, Massachusetts Outstanding Resource Waters regulations]
Generated description
The Massachusetts Outstanding Resource Waters regulations are state environmental protections that designate and strictly safeguard high-quality rivers, lakes, and other waters from degradation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Massachusetts Outstanding Resource Waters regulations
Target entity description: The Massachusetts Outstanding Resource Waters regulations are state environmental protections that designate and strictly safeguard high-quality rivers, lakes, and other waters from degradation.
  • A. Massachusetts Office of Coastal Zone Management
    The Massachusetts Office of Coastal Zone Management is a state agency responsible for planning, regulating, and protecting Massachusetts’ coastal resources and waterfront areas.
  • B. Coastal Zone Management Act provisions
    The Coastal Zone Management Act provisions are U.S. federal laws that establish a national framework for protecting, managing, and sustainably developing the nation’s coastal zones in partnership with coastal states.
  • C. Massachusetts Department of Environmental Protection chosen
    The Massachusetts Department of Environmental Protection is the state agency responsible for safeguarding air, water, and land resources in Massachusetts through regulation, enforcement, and environmental oversight.
  • D. National Pollutant Discharge Elimination System
    The National Pollutant Discharge Elimination System is a U.S. regulatory permitting program that controls water pollution by regulating point-source discharges of pollutants into waters of the United States.
  • E. Massachusetts Water Resources Authority
    The Massachusetts Water Resources Authority is a public agency responsible for providing wholesale water and sewer services, including drinking water supply and wastewater treatment, to communities in the Greater Boston area.
  • F. None of above.

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a88a1554a48190a0180682bcf099be completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abc7bc87d0819090cd9d19d748bcc3 completed March 7, 2026, 6:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69aea8b790bc8190ba399e252acec750 completed March 9, 2026, 11:02 a.m.
NEDg Description generation batch_69aeabb22c708190898b44cdd8b97ff6 completed March 9, 2026, 11:14 a.m.
NED2 Entity disambiguation (via description) batch_69aeac141ca88190a9a91d0f5b25c341 completed March 9, 2026, 11:16 a.m.
Created at: March 4, 2026, 7:57 p.m.